Discover Awesome MCP Servers

RemittanceAdviceGen

Enables generation of realistic remittance advice PDFs for testing purposes with configurable templates and comprehensive payment details.

stitch-mcp-stdio

Stable stdio MCP server for Google Stitch AI UI design tool, eliminating the proxy subprocess to prevent crashes. Provides tools to manage projects, screens, design systems, and generate UI designs.

ssh-mcp-server

An MCP server that enables remote SSH command execution and bidirectional file transfers through a standardized interface. It allows AI assistants to securely manage remote servers while keeping credentials isolated and applying command-level security controls.

Google Docs + Gmail MCP Server

Enables appending content to Google Docs and creating Gmail drafts with human-in-the-loop approval, integrating structured AI tool interfaces via MCP-style endpoints.

paperwithcode-mcp

MCP server that brings AI paper reading and code repository discovery from Hugging Face Papers into any MCP-compatible client.

yakit-mcp

Enables AI agents to drive the local Yakit engine for HTTP packet replay, GUI visualization, and screenshotting via CDP. Supports automatic protocol detection, batch replay, history management, and CDP-based GUI automation.

ai-usage-mcp

Read-only MCP server for querying AI usage metrics (exact tokens, cost, latency, errors, productivity) from a local SQLite database, enabling charts and analysis in Claude Code and Cursor.

DocumentPro MCP

Extract structured, schema-typed data from invoices, purchase orders, receipts, and tax forms, and classify documents into custom label sets — via a hosted MCP server. Free tier included.

YouTube Transcript MCP Server

Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication. Supports both manual and auto-generated transcripts with optional timestamps from video URLs or IDs.

SciMath MCP

Enables reliable engineering and scientific computation through tools for exact arithmetic, unit-aware formulas, calculus, linear algebra, statistics, uncertainty propagation, and physical constants, all executed safely in reproducible subprocesses.

Simple PostgreSQL MCP Server

Enables executing SQL queries on PostgreSQL databases with configurable read-only or write access permissions through a minimal Model Context Protocol interface.

SampleMCP

A demonstration MCP server that provides math (add/multiply) and weather tools, connecting via stdio and streamable HTTP, and integrates with LangChain and LangGraph for agentic workflows.

Travel MCP Server

A comprehensive travel aggregation server that enables AI assistants to search for flights and hotels, track flight statuses in real-time, and retrieve airport information. It integrates with Amadeus and AviationStack APIs to provide data on pricing, schedules, and travel routes through natural language.

SearXNG MCP Server

Enables web search through SearXNG instances, offering tools for general and category-specific queries, engine selection, time filtering, and engine discovery.

iMessage MCP Server

Enables reading, searching, and sending iMessages directly from MCP-compatible clients by accessing the local macOS iMessage database, supporting conversations, attachments, and both individual and group chats.

swarm-at

Enables agent settlement, trust verification, and ledger operations for multi-agent workflows, with tools for blueprint management, credit tracking, and provenance recording.

EBS CloudWatch Metrics MCP

Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.

Lunch Money MCP Server

An MCP server that enables AI assistants to interact directly with Lunch Money's financial API, allowing users to query transactions, access budget information, and perform financial analysis through natural language.

code-graph-rag-mcp

A powerful Model Context Protocol server that creates intelligent graph representations of your codebase with comprehensive semantic analysis capabilities, supporting 11 languages and 26 MCP methods.

cks-mcp

Enables LLMs to perform structured, verifiable knowledge operations using the Canonical Knowledge Structure (CKS) ecosystem, including validation, querying, comparison, evolution, and derivation of knowledge.

screen-buffer-mcp

An MCP server that enables high-speed Android screenshot capture with ~50ms latency using the scrcpy frame buffer. It maintains a circular buffer for instant access to recent frames and automatically falls back to ADB when scrcpy is unavailable.

Weather MCP

A service that provides real-time weather data, forecasts, and alerts for US locations through natural language queries in the Cursor IDE.

vector-mirror

A deterministic SVG perception tool for LLM agents that renders SVGs in a real browser to measure geometry, colors, and spatial constraints, reporting results in grid grammar and W3C color names without guessing.

x402 Payment Gateway MCP Server

Enables AI agents to make micropayments using USDC on Solana via the x402 protocol, supporting payment requests, on-chain verification, and revenue tracking.

threadline-mcp

MCP server for Threadline — persistent memory and context layer for AI agents. inject() before your LLM call, update() after. Relevance-scored injection, grant-based access, user-owned context.

Arr-MCP

MCP server to manage your *ARR media stack (Radarr, Sonarr, Lidarr, Readarr, Prowlarr) for searching, adding, and managing movies, TV shows, music, books, and indexers.

Tailwind Svelte Assistant

Provides access to SvelteKit and Tailwind CSS documentation, code snippets, and component examples with secure file operations and caching for building modern web applications.

boltwork-mcp

Give your AI agent PDF summarization, code review, translation, web extraction, document comparison, and persistent memory — all paid autonomously via Bitcoin Lightning.

Document Search MCP Server

A local MCP server providing read-only access to documents like Word, PDF, Excel, and images, with file listing, reading, and metadata extraction.

ElevenLabs MCP Server

Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. Supports speech generation, voice cloning, audio transcription, and sound effect creation through natural language.